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Physics-informed neural networks and functional interpolation for stiff chemical kinetics
Chaos, 2022This work presents a recently developed approach based on physics-informed neural networks (PINNs) for the solution of initial value problems (IVPs), focusing on stiff chemical kinetic problems with governing equations of stiff ordinary differential ...
Roberto Furfaro +2 more
exaly +2 more sources
Wear, 2019
Chemical mechanical planarization (CMP) is a high-precision and complex manufacturing process that removes material with chemical and mechanical forces in order to achieve highly planar surfaces.
Dazhong Wu, Zhixiong Li, Tianyu Yu
exaly +2 more sources
Chemical mechanical planarization (CMP) is a high-precision and complex manufacturing process that removes material with chemical and mechanical forces in order to achieve highly planar surfaces.
Dazhong Wu, Zhixiong Li, Tianyu Yu
exaly +2 more sources
Fundamental Aspects of Plasma Chemical Physics: Kinetics [PDF]
Describing non-equilibrium "cold" plasmas through a chemical physics approach, this book uses the state-to-state plasma kinetics, which considers each internal state as a new species with its own cross sections.
M. Capitelli +7 more
semanticscholar +2 more sources
Multiscale Physics-Informed Neural Networks for Stiff Chemical Kinetics.
Journal of Physical Chemistry A, 2022In this paper, a multiscale physics-informed neural network (MPINN) approach is proposed based on the regular physics-informed neural network (PINN) for solving stiff chemical kinetic problems with governing equations of stiff ordinary differential ...
Yuting Weng, Dezhi Zhou
semanticscholar +1 more source
Fundamentals in Chemical Physics [PDF]
Along with its inherent interdisciplinary character, chemical physics is also a recognised science on its own. Its foundations consist of understanding chemical phenomena in terms of the most fundamental laws of physics.
Battaglia, Franco P, George, Thomas F
exaly +2 more sources
Physical and Chemical Restraints
Emergency Medicine Clinics of North America, 2009The combative or uncooperative patient is a growing problem in the emergency department. Restrained patients are at especially high risk of adverse outcomes. Particular attention has been given to de-escalation techniques to reduce the need for patient restraint. This article examines these techniques and the need for and risks of physical and chemical
Victoria A, Coburn, Mark B, Mycyk
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Physical Chemistry and Chemical Physics: A survey
2013What is the subject of physical chemistry? How is this discipline structured and what are its sub divisions? How did this discipline evolve and what are its current hot topics? Answers to these and some other questions will be given in this brief overview article which also provides links for further reading.
Marquardt Roberto, Quack Martin
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Fundamental Aspects of Plasma Chemical Physics [PDF]
Fundamental Aspects of Plasma Chemical Physics: Tranpsort develops basic and advanced concepts of plasma transport to the modern treatment of the Chapman-Enskog method for the solution of the Boltzmann transport equation.
M. Capitelli +7 more
semanticscholar +2 more sources
Physical and Chemical Mutagenesis
2003Important methods to artificially induce mutations are the use of chemical and physical agents. Most chemical mutagens are alkylating agents and azides. Physical mutagens include electromagnetic radiation, such as gamma rays, X rays, and UV light, and particle radiation, such as fast and thermal neutrons, beta and alpha particles.
Andrea, Kodym, Rownak, Afza
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Physical, Chemical, and Chemical−Physical Double Network of Zwitterionic Hydrogels
The Journal of Physical Chemistry B, 2008Zwitterionic hydrogels are very promising for biomedical applications. They are usually copolymerized with other polymers to improve their mechanical properties often at the expense of their biological properties. In this study, physically cross-linked poly(sulfobetaine methacrylate) (polySBMA) hydrogels were prepared, and their physical properties ...
Zheng, Zhang +2 more
openaire +2 more sources

